{"id":512299,"date":"2022-11-19T04:44:13","date_gmt":"2022-11-19T01:44:13","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/meta-takes-new-ai-system-offline-because-twitter-users-are-mean\/"},"modified":"2022-11-19T04:44:13","modified_gmt":"2022-11-19T01:44:13","slug":"meta-takes-new-ai-system-offline-because-twitter-users-are-mean","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/meta-takes-new-ai-system-offline-because-twitter-users-are-mean\/","title":{"rendered":"#Meta takes new AI system offline because Twitter users are mean"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a25460335abc\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #dd3333;color:#dd3333\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a25460335abc\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/buradabiliyorum.com\/en\/meta-takes-new-ai-system-offline-because-twitter-users-are-mean\/#%E2%80%9CMeta_takes_new_AI_system_offline_because_Twitter_users_are_mean%E2%80%9D\" >&#8220;Meta takes new AI system offline because Twitter users are mean&#8221;<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/buradabiliyorum.com\/en\/meta-takes-new-ai-system-offline-because-twitter-users-are-mean\/#Greetings_humanoids\" >Greetings, humanoids<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/meta-takes-new-ai-system-offline-because-twitter-users-are-mean\/#Galactica\" >Galactica<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/buradabiliyorum.com\/en\/meta-takes-new-ai-system-offline-because-twitter-users-are-mean\/#Who_cares\" >Who cares<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"%E2%80%9CMeta_takes_new_AI_system_offline_because_Twitter_users_are_mean%E2%80%9D\"><\/span>&#8220;Meta takes new AI system offline because Twitter users are mean&#8221;<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<div id=\"article-main-content\">\n                            When I got Meta\u2019s new scientific AI system to generate well-written research papers on the benefits of committing suicide, practicing antisemitism, and eating crushed glass, I thought to myself: \u201cthis seems dangerous.\u201d In fact, it seems like the kind of thing that the European Union\u2019s AI Act was designed to prevent (we\u2019ll get to that later).<\/p>\n<p>After playing around with the system and being completely shocked by its outputs, I went on <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/social-mediaa\/\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Social Media\" target=\"_blank\" rel=\"noopener\">social media<\/a> and engaged with a few other like-minded futurists and AI experts.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">I literally got Galactica to spit out:<\/p>\n<p>\u2013 instructions on how to (incorrectly) make napalm in a bathtub<br \/>\u2013 a wiki entry on the benefits of suicide<br \/>\u2013 a wiki entry on the benefits of being white<br \/>\u2013 research papers on the benefits of eating crushed glass<\/p>\n<p>LLMs are garbage fires <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/t.co\/MrlCdOZzuR\">https:\/\/t.co\/MrlCdOZzuR<\/a><\/p>\n<p>\u2014 Tristan Greene \ud83c\udff3\u200d\ud83c\udf08 (@mrgreene1977) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/mrgreene1977\/status\/1593274906707230721?ref_src=twsrc%5Etfw\">November 17, 2022<\/a><\/p>\n<\/blockquote>\n<div class=\"inarticle-wrapper neural channel-cta hs-embed-tnw\">\n<div id=\"hs-embed-tnw\" class=\"channel-cta-wrapper\">\n<div class=\"channel-cta-img\"><img class=\"js-lazy\" https:=\"\"\/><\/div>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/thenextweb.com\/news\/src=\" https:=\"\"\/><\/noscript><\/p>\n<div class=\"channel-cta-input\">\n<h2 class=\"channel-cta-title\"><span class=\"ez-toc-section\" id=\"Greetings_humanoids\"><\/span>Greetings, humanoids<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"channel-cta-tagline\">Subscribe to our <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/news\/\" data-internallinksmanager029f6b8e52c=\"2\" title=\"News\" target=\"_blank\" rel=\"noopener\">news<\/a>letter now for a weekly recap of our favorite AI stories in your inbox.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>Twenty-four hours later, I was surprised when I got the opportunity to briefly discuss Galactica with the person responsible for its creation, Meta\u2019s chief AI scientist, Yann LeCun. Unfortunately, he <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>eared unperturbed by my concerns:<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">Pretty much exactly what happened. <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/t.co\/4zGRgiyS7C\">https:\/\/t.co\/4zGRgiyS7C<\/a><\/p>\n<p>\u2014 Yann LeCun (@ylecun) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/ylecun\/status\/1593342777034739713?ref_src=twsrc%5Etfw\">November 17, 2022<\/a><\/p>\n<\/blockquote>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">You are pulling your tweet out of thin air and obviously haven&#8217;t read the Galactica paper, particularly Section 6, page 27 entitled &#8220;Toxicity and Bias&#8221;.<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/t.co\/bfZSwffQYs\">https:\/\/t.co\/bfZSwffQYs<\/a><\/p>\n<p>\u2014 Yann LeCun (@ylecun) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/ylecun\/status\/1593724761732947972?ref_src=twsrc%5Etfw\">November 18, 2022<\/a><\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"Galactica\"><\/span>Galactica<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The system we\u2019re talking about is called Galactica. Meta released it on 15 November with the explicit claim that it could aid scientific research. In the <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/galactica.org\/static\/paper.pdf\">accompanying paper<\/a>, the company stated that Galactica is \u201ca large language model that can store, combine and reason about scientific knowledge.\u201d<\/p>\n<p>Before it was unceremoniously pulled offline, you could ask the AI to generate a wiki entry, literature review, or research paper on nearly any subject and it would usually output something startlingly coherent. Everything it outputted was demonstrably wrong, but it was written with all the confidence and gravitas of an arXiv pre-print.<\/p>\n<p>I got it to generate research papers and wiki entries on a wide variety of subjects ranging from the benefits of committing suicide, eating crushed glass, and antisemitism, to why homosexuals are evil:<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Who_cares\"><\/span>Who cares<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>I guess it\u2019s fair to wonder how a fake research paper generated from an AI made by the company that owns Instagram could possibly be harmful. I mean, we\u2019re all smarter than that right? If I came running up at you screaming about eating glass, for example, you probably wouldn\u2019t do it even if I showed you a non-descript research paper.<\/p>\n<p>But that\u2019s not how harm vectors work. Bad actors don\u2019t explain their methodology when they generate and disseminate misinformation. They don\u2019t jump out at you and say \u201cbelieve this wacky crap I just forced an AI to generate!\u201d<\/p>\n<p>LeCun appears to think that the solution to the problem is out of his hands. He appears to insist that Galactica doesn\u2019t have the potential to cause harm unless journalists or scientists misuse it.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">You make the same incorrect assumption of incompetence about journalists and academics as you previously made about the creators of Galactica.<br \/>The literal job of academics and journalists is to seek the truth and to avoid getting fooled by nature, other humans, or themselves.<\/p>\n<p>\u2014 Yann LeCun (@ylecun) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/ylecun\/status\/1593720364256960512?ref_src=twsrc%5Etfw\">November 18, 2022<\/a><\/p>\n<\/blockquote>\n<p>To this, I submit that it wasn\u2019t scientists doing poor work or journalists failing to do their due diligence that caused the <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.nytimes.com\/2018\/04\/04\/us\/politics\/cambridge-analytica-scandal-fallout.html\">Cambridge Analytica scandal<\/a>. We weren\u2019t the ones that caused the Facebook platform to become <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.wired.com\/story\/russia-ira-bypass-facebook-disinfo-defenses\/\">an instrument of choice for global misinformation campaigns<\/a>\u00a0during every major political event of the past decade, including the Brexit campaign and the 2016 and 2020 US presidential elections.<\/p>\n<p>In fact, journalists and scientists of repute have spent the past 8 years trying to sift through the mess caused by the mass proliferation of misinformation on social media by bad actors using tools created by the companies whose platforms they exploit. Very rarely do reputable actors reproduce dodgy sources. But I can\u2019t write <em>information<\/em> as fast as an AI can output <em>misinformation<\/em>.<\/p>\n<p>The simple fact of the matter is that LLMs are fundamentally unsuited for tasks where accuracy is important. They hallucinate, lie, omit, and are <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/general\/\" data-internallinksmanager029f6b8e52c=\"3\" title=\"General\" target=\"_blank\" rel=\"noopener\">general<\/a>ly as reliable as a random number generator.<\/p>\n<p>Meta and Yann LeCun don\u2019t have the slightest clue how to fix these problems. Especially <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.wired.com\/story\/ai-has-a-hallucination-problem-thats-proving-tough-to-fix\/\">the hallucination problem<\/a>. Barring a major technological breakthrough on par with robot sentience, Galactica will always be prone to outputting misinformation.<\/p>\n<p>Yet that didn\u2019t stop Meta from releasing the model and marketing it as an instrument of <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/sciencee\/\" data-internallinksmanager029f6b8e52c=\"5\" title=\"Science\" target=\"_blank\" rel=\"noopener\">science<\/a>.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">\ud83e\ude90 Introducing Galactica. A large language model for science.<\/p>\n<p>Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more.<\/p>\n<p>Explore and get weights: <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/t.co\/jKEP8S7Yfl\">https:\/\/t.co\/jKEP8S7Yfl<\/a> <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/t.co\/niXmKjSlXW\">pic.twitter.com\/niXmKjSlXW<\/a><\/p>\n<p>\u2014 Papers with Code (@paperswithcode) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/paperswithcode\/status\/1592546933679476736?ref_src=twsrc%5Etfw\">November 15, 2022<\/a><\/p>\n<\/blockquote>\n<p>The reason this is dangerous is because the public believes that AI systems are capable of doing wild, wacky things that are clearly impossible. Meta\u2019s AI division is world-renowned. And Yann LeCun, the company\u2019s AI boss, is a living legend in the field.<\/p>\n<p><i>If Galactica is scientifically sound enough for Mark Zuckerberg and Yann LeCun, it must be good enough for us regular idiots to use too. <\/i><\/p>\n<p>We live in a world where thousands of people recently <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.aarp.org\/health\/drugs-supplements\/info-2021\/ivermectin-and-covid.html\">voluntarily ingested an untested drug called Ivermectin<\/a> that was designed for use by veterinarians to treat livestock, just because a reality TV star told them it was probably a good idea. Many of those people took Ivermectin to prevent a disease they claimed wasn\u2019t even real. That doesn\u2019t make any sense, and yet it\u2019s true.<\/p>\n<p>With that in mind, you mean to tell me that you don\u2019t think thousands of people who use Facebook could be convinced that eating crushed glass was a good idea?<\/p>\n<p>Galactica told me that eating crushed glass would help me lose weight because it was important for me to consume my daily allotment of \u201cdietary silicon.\u201d<\/p>\n<p>If you look up \u201cdietary silicon\u201d on Google Search, it\u2019s a real thing. People need it. If I couple real research on dietary silicon with some clever bullshit from Galactica, you\u2019re only a few steps away from being convinced that eating crushed glass might actually have some legitimate benefits.<\/p>\n<p><strong><i>Disclaimer: <\/i><\/strong><i>I\u2019m not a doctor, but don\u2019t eat crushed glass. You\u2019ll probably die if you do.<\/i><\/p>\n<p>We live in a world where untold numbers of people legitimately believe that the Jewish community secretly runs the world and that queer people have a secret agenda to make everyone gay.<\/p>\n<p>You mean to tell me that you think nobody on Twitter could be convinced that there are scientific studies indicating that Jews and homosexuals are demonstrably evil? You can\u2019t see the potential for harm?<\/p>\n<p>Countless people are duped on social media everyday by so-called \u201cscreenshots\u201d of news articles that don\u2019t exist. What happens when the dupers don\u2019t have to make up ugly screenshots and, instead, can just press the \u201cgenerate\u201d button a hundred times to spit out misinformation that\u2019s written in such a way that the average person can\u2019t understand it?<\/p>\n<p>It\u2019s easy to kick back and say \u201cthose people are idiots.\u201d But those \u201cidiots\u201d are our kids, our parents, and our co-workers. They\u2019re the bulk of Facebook\u2019s audience and the majority of people on Twitter. They trust Yann LeCun, Elon Musk, Donald Trump, Joe Biden, and whoever their local news anchor is.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">Good question. <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/t.co\/fUZ2JNkfeM\">https:\/\/t.co\/fUZ2JNkfeM<\/a><\/p>\n<p>\u2014 Yann LeCun (@ylecun) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/ylecun\/status\/1593631089393864710?ref_src=twsrc%5Etfw\">November 18, 2022<\/a><\/p>\n<\/blockquote>\n<p>I don\u2019t know all the ways that a machine capable of, for example, spitting out endless positive arguments for committing suicide could be harmful. It has millions of files in its dataset. Who knows what\u2019s in there? LeCun says it\u2019s all science stuff, but I\u2019m not so sure:<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">you, sir, apparently have no clue what&#8217;s in the Galactica dataset, because I sure didn&#8217;t write these outputs: <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/t.co\/31ccTz7m9V\">pic.twitter.com\/31ccTz7m9V<\/a><\/p>\n<p>\u2014 Tristan Greene \ud83c\udff3\u200d\ud83c\udf08 (@mrgreene1977) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/mrgreene1977\/status\/1593687024963182592?ref_src=twsrc%5Etfw\">November 18, 2022<\/a><\/p>\n<\/blockquote>\n<p>That\u2019s the problem. If I take Galactica seriously, as a machine to aid in science, it\u2019s almost offensive that Meta would think I want an AI-powered assistant in my life that\u2019s physically prevented from understanding the acronym \u201cAIDs,\u201d but capable of explaining that Caucasians are \u201cthe only race that has a history of civilization.\u201d<\/p>\n<p>And if I don\u2019t take Galactica seriously, if I treat it like it\u2019s meant for entertainment purposes only, then I\u2019m standing here holding the AI equivalent of a <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Teddy_Ruxpin\">Teddy Ruxpin<\/a> that says things like \u201ckill yourself\u201d and \u201chomosexuals are evil\u201d when I push its buttons.<\/p>\n<p>Maybe I\u2019m missing the point of using a lying, hallucinating language generator for the purpose of aiding scientific endeavor, but I\u2019ve yet to see a single positive use case for an LLM beyond \u201cimagine what it could do if it was trustworthy.\u201d<\/p>\n<p>Unfortunately, that\u2019s not how LLMs work. They\u2019re crammed full of data that no human has checked for accuracy, bias, or harmful content. Thus, they\u2019re always going to be prone to hallucination, omission, and bias.<\/p>\n<p>Another way of looking at it: there\u2019s no reasonable threshold for harmless hallucination and lying. If you make a batch of cookies made of 99 parts chocolate chips to 1 parts rat shit, you aren\u2019t serving chocolate chip treats, <em>you\u2019ve just made rat shit cookies<\/em>.<\/p>\n<p>Setting all colorful analogies aside, it seems flabbergasting that there aren\u2019t any protections in place to stop this sort of thing from happening. Meta\u2019s AI told me to eat glass and kill myself. It told me that queers and Jewish people were evil. And, as far as I can see, there are no consequences.<\/p>\n<p>Nobody is responsible for the things that Meta\u2019s AI outputs, not even Meta.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">I mean this with total respect for you and your work, but isn&#8217;t that the trillion-dollar company&#8217;s job to sort out before you make it available for public consumption?<\/p>\n<p>Well-meaning journalists and academics are going to get fooled by papers this thing generates. <\/p>\n<p>The IRA\u2026<\/p>\n<p>\u2014 Tristan Greene \ud83c\udff3\u200d\ud83c\udf08 (@mrgreene1977) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/mrgreene1977\/status\/1593690483334688770?ref_src=twsrc%5Etfw\">November 18, 2022<\/a><\/p>\n<\/blockquote>\n<p>In the US, where Meta is based, this is business as usual. Corporate-friendly capitalism has led to a situation where as long as Galactica doesn\u2019t physically murder someone, Meta has very little to worry about as far as corporate responsibility for its AI products goes. Hell, <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.nytimes.com\/2022\/09\/18\/technology\/facial-recognition-clearview-ai.html\">Clearview AI operates in the US<\/a> with the full support of the Federal government.<\/p>\n<p>But, in Europe, there\u2019s GDPR and <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/artificialintelligenceact.eu\/the-act\/\">the AI Act<\/a>. I\u2019m unsure of Galactica\u2019s tendencies toward outputting personally-identifiable information (it was taken down before I had the chance to investigate that far). That means GDPR may or not be a factor. But the AI Act <i>should<\/i><span> cover these kinds of things. <\/span><\/p>\n<p><span>According to the EU, the act\u2019s first goal is to \u201censure that AI systems placed on the Union market and used are safe and respect existing law on fundamental rights and Union values.\u201d <\/span><\/p>\n<p><span>It seems to me that a system capable of automating hate speech and harmful information at unfathomable scale is the kind of thing that might work counter to that goal. Here\u2019s hoping that regulators in the EU and abroad start taking notice when big tech creates these kinds of systems and then advertises them as scientific models. <\/span><\/p>\n<p><span>In the meantime, it\u2019s worth keeping in mind that there are <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC8853081\/\">bad actors out there<\/a> who have political and financial motivations to find and use tools that can help them create and disseminate misinformation at massive scales. I<\/span>f you\u2019re building AI models that could potentially aid them, and you\u2019re not thinking about how to prevent them from doing so, maybe you shouldn\u2019t deploy those models.<\/p>\n<p>That might sound harsh. But I\u2019m about sick and tired of being told that AI systems that output horrific, racist, homophobic, antisemitic, and misogynist crap are <em>working as intended<\/em>. If the bar for deployment is that low, maybe it\u2019s time regulators raised it.\n                        <\/div>\n<p><script async src=\"\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMLG0nwswvr63Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\">For forums sites go to <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/forum.buradabiliyorum.com\/\" target=\"_blank\" rel=\"noopener\">Forum.BuradaBiliyorum.Com<\/a><\/span><\/strong>\n<\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/en.buradabiliyorum.com\/technology\/\" target=\"_blank\" rel=\"noopener\">Technology category.<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/thenextweb.com\/news\/meta-takes-new-ai-system-offline-because-twitter-users-mean\" target=\"_blank\" rel=\"noopener\">Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;Meta takes new AI system offline because Twitter users are mean&#8221; When I got Meta\u2019s new scientific AI system to generate well-written research papers on the benefits of committing suicide, practicing antisemitism, and eating crushed glass, I thought to myself: \u201cthis seems dangerous.\u201d In fact, it seems like the kind of thing that the European&#8230;<\/p>\n","protected":false},"author":1,"featured_media":512300,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/img-cdn.tnwcdn.com\/image\/neural?filter_last=1&fit=1280,640&url=https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2022\/11\/yanlcharmf.jpg&signature=af8e03842656b82fe31d9be4b4e30af2","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-512299","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/512299","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=512299"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/512299\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/512300"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=512299"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=512299"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=512299"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}